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- Oversee the maintenance and iterative improvement of the SQL Query Agent and Oracle Chatbot, including debugging, updating, and optimizing the codebase.
- Use prompt engineering to improve the performance of LLMs.
- Monitor system performance, respond to incidents, and implement fixes and enhancements.
- Maintain and enhance the MLOps platform (Azure) to ensure its reliability, scalability, and efficiency.
- Manage the integration of AI models into the MLOps platform, ensuring seamless model versioning, deployment, and monitoring.
- Develop and maintain Docker container images for the applications, ensuring they are optimized for deployment.
- Participate in User Acceptance Testing (UAT) to collect feedback and refine the applications according to user needs.
- Provide training and support to internal teams on the effective use and administration of the MLOps platform, SQL Query Agent, and Oracle Chatbot.
- Ensure compliance with information security standards.
- Document all maintenance activities and updates in a clear and comprehensive manner.
- Bachelor's or Master's degree in Computer Science, Engineering, or a related technical field.
- At least 5 years of professional experience in Python development, with a focus on AI and machine learning applications.
- Solid understanding of MLOps principles and experience with MLOps tools and platforms.
- Experience with LLM frameworks (e.g. OpenAI Python library, Langchain)
- Proficiency in SQL and experience with database management.
- Strong experience with Docker and container orchestration tools.
- Familiarity with CI/CD pipelines and version control systems, such as Git.
- Experience with Azure
- Excellent problemsolving abilities and attention to detail.
- Strong communication skills and the ability to work collaboratively with crossfunctional teams.
- Experience with Azure
- Knowledge of NLP and experience with texttoSQL technologies.
- Experience in developing and maintaining chatbots or similar conversational agents.
MLOps and Generative AI Engineer - Irving, United States - Mortgage Assets Management, LLC
Description
MLOps and Generative AI Engineer page is loadedMLOps and Generative AI Engineer
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locations
Irving
posted on
Posted 30+ Days Ago
job requisition id
JR-142
Summary
We are looking for a seasoned Senior Python Developer with a strong background in MLOps and AI systems to maintain and enhance our newly established MLOps platform, SQL Query Agent, and Oracle Chatbot.
Job Description
ey Responsibilities:
Required Skills and Qualifications:
Desirable Skills:
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